AI & Machine Learning Services for Crooked River Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Crooked River or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Crooked River services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Crooked River or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has consistently honed its expertise in serving businesses across Crooked River, Victoria, Australia. Our reputation as trusted partners in innovation is built on decades of collaboration and capability-driven solutions that truly make a difference. Based in Crooked River, Victoria, Australia, we take pride in being part of the local fabric, working closely with organizations from diverse industries to deliver results that drive growth and improvement. COLETEK's presence throughout Australia allows us to serve businesses across Crooked River, Victoria, Australia, providing reliable engineering support whenever it is needed. Our commitment to excellence is reflected in our comprehensive approach, combining cutting-edge technology, industry expertise, and a deep understanding of local context. We strive to build long-term relationships with clients, empowering their continued success by offering tailored solutions that cater to their unique needs. Operating throughout Australia, COELYEK is equipped to address the engineering challenges faced by businesses across Crooked River, Victoria, Australia. With a proven track record of delivering transformative projects and product innovations, COLETEK has become a trusted partner for organizations seeking reliable engineering and product development expertise. Our teams work tirelessly to provide high-quality services, from concept design to manufacturing, ensuring your business receives the highest level of support in every aspect of its operations. As we continue to push the boundaries of innovation, our foundation is rooted in understanding the needs of businesses across Crooked River, Victoria, Australia, and throughout Australia. We believe that by building upon this expertise, COLETEK can contribute significantly to driving local prosperity and growth.